Clarification

misc/using_citations.ipynb

@@ -35,7 +35,7 @@
  "## Download the Anthropic Documentation\n",
  "For this example, you'll test Claude's ability to answer questions about its own documentation. Let's start by writing a function to download everything at [docs.anthropic.com](docs.anthropic.com). \n",
  "\n",
- "To get started, we'll define a function to download the text content from a website's sitemap."
+ "First, we'll define a function to download the text content from a website's sitemap."
  ]
  },
  {
@@ -136,7 +136,7 @@
  "source": [
  "## Set up the Anthropic client\n",
  "\n",
- "Now we'll initialize the Anthropic client using your API key:"
+ "Next, we'll initialize the Anthropic client using your API key:"
  ]
  },
  {
@@ -155,7 +155,7 @@
  "source": [
  "## Build a Question-Answering Prompt with Citations\n",
  "\n",
- "Now we'll work on constructing a prompt that asks Claude to answer user questions about Anthropics documentation while citing its sources. We'll start with the System prompt -- let's look at the prompt first, then break down the relevant sections:"
+ "Now we'll build a prompt that asks Claude to answer user questions about the Anthropic documentation while citing its sources. We'll start with the system prompt; read the whole prompt first, then we can break down the relevant sections:"
  ]
  },
  {
@@ -207,7 +207,7 @@
  "source": [
  "### Breaking down the system prompt\n",
  "\n",
- "#### First, we'll format the content of the documentation into a list of documents, in an XML format that Claude will understand well.\n",
+ "#### Format the content of the documentation into a list of documents, in an XML format that Claude will understand well.\n",
  "```\n",
  "website_content_string = \"\"\n",
  "for page in text_content:\n",